Recruitment completed May 2024; final genetic and phenotypic datasets released March 2025 (SFARI). Physiological data from a subset underpin the Northeastern (Goodwin) aggression-prediction papers.

Key numbers
How it works
No model in the hub reports results on this dataset yet.
- Reference labels
- behaviour annotation
- Device roles
- Study wearable (IMU)
Devices· 1
Full photo credits, sources and licences are on each device page.
Papers using this dataset· 2
#61 of 117 most-used datasets by published papers and models · #37 of 69 PPG · #28 of 53 IMU · #5 of 11 EDA
Browse these 2 papers in the research explorer (filtered to Autism Inpatient Collection (AIC))
Cite
No citation metadata yet.
Cite the ChatPPG record
Cite the dated snapshot 2026-10 for a fixed, reproducible version. Please also cite the original publications listed above.
APA
ChatPPG. (2026). Autism Inpatient Collection (AIC): dataset record (Version 2026-10) [Data set]. ChatPPG Research Hub. https://chatppg.com/research/datasets/autism-inpatient-collection
BibTeX
@misc{chatppg_dataset_autism_inpatient_collection,
author = {{ChatPPG}},
title = {{Autism Inpatient Collection (AIC): dataset record}},
year = {2026},
month = nov,
version = {2026-10},
howpublished = {\url{https://chatppg.com/research/datasets/autism-inpatient-collection}},
note = {ChatPPG Research Hub, Snapshot 2026-10, https://chatppg.com/research/snapshots/2026-10}
}CITATION.cff
cff-version: 1.2.0 message: "If you use this resource, please cite it as below." type: dataset title: "Autism Inpatient Collection (AIC): dataset record" authors: - name: "ChatPPG" url: "https://chatppg.com/research/datasets/autism-inpatient-collection" repository-artifact: "https://chatppg.com/research/snapshots/2026-10" version: "2026-10" date-released: "2026-11-02"
History
Record updated
Papers
- Wearable Biosensing to Predict Imminent Aggressive Behavior in Psychiatric Inpatient Youths With AutismUses Autism Inpatient Collection (AIC)JAMA Network Open 6 · 2023
- Predicting aggression to others in youth with autism using a wearable biosensorUses Autism Inpatient Collection (AIC)Autism Research 12 · 2019
- Driving-Context Classification from Wearable Physiological and Motion Signals During Real-World DrivingSame task: StressSensors 2026, 26 · 2026
Datasets
- QU AutismSame task: StressE4 wristband heart-rate predictor of challenging behaviours in autistic children (Qatar University, IEEE DataPort)PPG · IMU · EDA
- ADARP (AUD EMA stress, E4)Same task: Stress11 subjects · PPG · IMU · EDA
BIOSTRESS (psychologist induction + exam)Same task: Stress20 subjects · PPG · IMU · EDA

